Split (1)

train · 59.8k rows

sample_id stringlengths 12 12	population stringclasses 7 values	region stringclasses 5 values	is_SSA bool 2 classes	is_reference_panel bool 2 classes	sex stringclasses 2 values	age_years float64 18 90 ⌀	stage_at_diagnosis stringclasses 4 values	tumor_subtype stringclasses 5 values	first_metastasis_site stringclasses 5 values	therapy_class stringclasses 5 values	primary_n_mutations int64 20 145 ⌀	metastasis_n_mutations int64 45 209 ⌀	shared_n_mutations int64 20 126 ⌀	primary_private_n_mutations int64 0 42 ⌀	metastasis_private_n_mutations int64 11 162 ⌀	primary_met_jaccard_index float64 0.13 0.7 ⌀	primary_ESR1_mut bool 2 classes	primary_PIK3CA_mut bool 2 classes	primary_HER2_amp bool 2 classes	primary_TP53_mut bool 2 classes	primary_RB1_loss bool 2 classes	met_ESR1_mut bool 2 classes	met_PIK3CA_mut bool 2 classes	met_HER2_amp bool 2 classes	met_TP53_mut bool 2 classes	met_RB1_loss bool 2 classes	has_clinical_resistance bool 2 classes	resistance_mechanism stringclasses 7 values
DP_PAT_00401	SSA_West	West	true	false	Female	54.9	I	Luminal_A	Bone	HER2_targeted	74	143	74	0	69	0.517	false	false	false	false	false	false	false	false	false	false	false	None
DP_PAT_00402	SSA_West	West	true	false	Female	58	I	Basal_like	Lung	Chemo_only	93	105	70	23	35	0.547	false	false	false	false	false	false	false	false	true	false	true	TP53_mutation_chemo_resistance
DP_PAT_00403	SSA_West	West	true	false	Female	48	IV	Basal_like	Brain	Chemo_plus_endocrine	47	73	42	5	31	0.538	false	false	false	true	true	false	false	false	true	true	false	None
DP_PAT_00404	SSA_West	West	true	false	Female	41	III	Basal_like	Brain	Chemo_only	78	161	78	0	83	0.484	false	false	false	false	false	false	false	false	false	false	false	None
DP_PAT_00405	SSA_West	West	true	false	Female	51.1	III	Luminal_A	Other	Chemo_only	50	100	50	0	50	0.5	false	false	false	false	false	false	true	false	false	true	false	None
DP_PAT_00406	SSA_West	West	true	false	Female	45	III	Basal_like	Liver	Chemo_only	80	150	80	0	70	0.533	false	false	false	true	true	false	false	false	true	true	false	None
DP_PAT_00407	SSA_West	West	true	false	Female	58.7	III	Basal_like	Lung	Chemo_only	87	155	85	2	70	0.541	false	false	false	true	false	false	false	false	true	false	false	None
DP_PAT_00408	SSA_West	West	true	false	Female	42.4	II	Basal_like	Liver	Chemo_only	76	181	76	0	105	0.42	false	false	false	true	false	false	false	false	true	false	false	None
DP_PAT_00409	SSA_West	West	true	false	Female	61.3	IV	Basal_like	Lung	Chemo_plus_endocrine	105	169	97	8	72	0.548	false	false	false	true	false	false	false	false	true	false	false	None
DP_PAT_00410	SSA_West	West	true	false	Female	33.3	III	Luminal_A	Bone	Endocrine_only	78	159	78	0	81	0.491	false	true	false	false	false	false	true	false	false	false	false	None
DP_PAT_00411	SSA_West	West	true	false	Female	56.2	III	Luminal_B	Lung	Chemo_only	79	161	79	0	82	0.491	false	false	false	false	false	false	false	false	false	false	false	None
DP_PAT_00412	SSA_West	West	true	false	Female	49.6	IV	Luminal_B	Bone	Endocrine_only	77	104	73	4	31	0.676	false	false	true	true	false	false	true	true	true	false	true	PIK3CA_mutation_acquired
DP_PAT_00413	SSA_West	West	true	false	Female	58.3	III	Luminal_B	Bone	Chemo_plus_endocrine	65	110	65	0	45	0.591	false	true	false	false	false	false	true	false	false	false	false	None
DP_PAT_00414	SSA_West	West	true	false	Female	59.3	II	Basal_like	Brain	Chemo_only	81	123	72	9	51	0.545	false	false	false	true	false	false	false	false	true	false	false	None
DP_PAT_00415	SSA_West	West	true	false	Female	49.2	III	Basal_like	Bone	Chemo_only	63	115	63	0	52	0.548	false	false	false	true	false	false	false	false	true	false	false	None
DP_PAT_00416	SSA_West	West	true	false	Male	57.6	III	Basal_like	Liver	Chemo_only	71	133	71	0	62	0.534	false	false	false	true	false	false	false	false	true	false	false	None
DP_PAT_00417	SSA_West	West	true	false	Female	53.1	IV	Basal_like	Liver	Chemo_only	57	143	57	0	86	0.399	false	false	false	true	false	false	false	false	true	false	false	None
DP_PAT_00418	SSA_West	West	true	false	Female	72.6	III	Basal_like	Bone	Chemo_only	77	119	69	8	50	0.543	false	false	false	true	false	false	false	false	true	false	false	None
DP_PAT_00419	SSA_West	West	true	false	Female	45.5	I	Luminal_A	Lung	Endocrine_only	73	136	73	0	63	0.537	false	false	false	false	false	false	false	false	false	false	false	None
DP_PAT_00420	SSA_West	West	true	false	Female	49.3	III	Luminal_A	Bone	Chemo_only	98	101	81	17	20	0.686	false	false	false	false	false	false	false	false	false	false	false	None
DP_PAT_00421	SSA_West	West	true	false	Female	57.1	III	Luminal_A	Other	Chemo_plus_endocrine	62	103	62	0	41	0.602	false	false	false	false	false	false	false	false	false	false	false	None
DP_PAT_00422	SSA_West	West	true	false	Female	59.9	II	Luminal_A	Bone	CDK4_6_plus_endocrine	76	126	76	0	50	0.603	false	false	false	true	false	true	false	false	true	false	true	ESR1_mutation_acquired
DP_PAT_00423	SSA_West	West	true	false	Female	37.9	III	Basal_like	Bone	Chemo_only	62	107	59	3	48	0.536	false	false	false	true	false	false	false	false	true	false	false	None
DP_PAT_00424	SSA_West	West	true	false	Female	33.8	III	Luminal_A	Bone	Chemo_plus_endocrine	73	120	73	0	47	0.608	false	true	false	true	false	true	true	false	true	false	true	ESR1_mutation_acquired
DP_PAT_00425	SSA_West	West	true	false	Female	63.7	IV	Basal_like	Lung	Chemo_only	96	125	78	18	47	0.545	false	false	false	true	false	false	false	false	true	false	false	None
DP_PAT_00426	SSA_West	West	true	false	Female	44.9	III	Luminal_A	Bone	CDK4_6_plus_endocrine	97	121	89	8	32	0.69	false	false	false	false	false	false	false	false	false	false	false	None
DP_PAT_00427	SSA_West	West	true	false	Female	43.3	III	Luminal_A	Bone	Chemo_only	114	155	110	4	45	0.692	false	true	false	false	false	false	true	false	false	false	false	None
DP_PAT_00428	SSA_West	West	true	false	Female	48.5	III	HER2_enriched	Liver	CDK4_6_plus_endocrine	49	126	49	0	77	0.389	false	true	false	false	false	false	true	false	false	true	false	None
DP_PAT_00429	SSA_West	West	true	false	Female	41	III	Luminal_A	Liver	CDK4_6_plus_endocrine	74	105	73	1	32	0.689	false	false	false	false	false	false	false	false	false	false	false	None
DP_PAT_00430	SSA_West	West	true	false	Female	39	IV	Luminal_B	Lung	CDK4_6_plus_endocrine	58	175	58	0	117	0.331	false	false	false	false	false	false	false	false	false	false	false	None
DP_PAT_00431	SSA_West	West	true	false	Female	57.7	I	Luminal_B	Brain	Chemo_plus_endocrine	109	115	90	19	25	0.672	false	false	false	false	true	false	false	false	false	true	false	None
DP_PAT_00432	SSA_West	West	true	false	Female	44.4	IV	Luminal_A	Bone	Endocrine_only	78	145	78	0	67	0.538	false	false	false	false	false	false	false	false	false	false	false	None
DP_PAT_00433	SSA_West	West	true	false	Female	50.4	II	Luminal_A	Bone	CDK4_6_plus_endocrine	100	111	86	14	25	0.688	false	true	false	false	false	false	true	false	false	false	false	None
DP_PAT_00434	SSA_West	West	true	false	Female	35.2	I	Basal_like	Other	Chemo_only	58	142	58	0	84	0.408	false	false	false	true	true	false	false	false	true	true	false	None
DP_PAT_00435	SSA_West	West	true	false	Female	45.4	III	Luminal_A	Brain	Endocrine_only	71	133	71	0	62	0.534	false	false	false	false	false	false	false	false	false	false	false	None
DP_PAT_00436	SSA_West	West	true	false	Female	55	II	Basal_like	Bone	Chemo_plus_endocrine	70	112	64	6	48	0.542	false	false	false	true	false	false	false	false	true	false	false	None
DP_PAT_00437	SSA_West	West	true	false	Female	35.5	III	Luminal_A	Other	Endocrine_only	71	126	71	0	55	0.563	false	true	false	false	false	false	true	false	false	false	false	None
DP_PAT_00438	SSA_West	West	true	false	Female	46.9	IV	Basal_like	Lung	Chemo_only	110	111	78	32	33	0.545	false	false	false	true	false	false	false	false	true	false	false	None
DP_PAT_00439	SSA_West	West	true	false	Female	47.9	II	Basal_like	Bone	Chemo_plus_endocrine	83	111	68	15	43	0.54	false	false	false	true	false	false	false	false	true	false	false	None
DP_PAT_00440	SSA_West	West	true	false	Female	56.9	IV	HER2_enriched	Bone	Chemo_only	86	107	72	14	35	0.595	false	true	true	false	false	false	true	true	false	false	false	None
DP_PAT_00441	SSA_West	West	true	false	Female	50.6	IV	Basal_like	Other	HER2_targeted	75	115	67	8	48	0.545	false	true	false	true	true	false	true	false	true	true	false	None
DP_PAT_00442	SSA_West	West	true	false	Female	42.1	III	Basal_like	Brain	Chemo_only	65	143	65	0	78	0.455	false	false	false	true	false	false	false	false	true	false	false	None
DP_PAT_00443	SSA_West	West	true	false	Female	61.7	II	Basal_like	Brain	Chemo_only	36	80	36	0	44	0.45	false	true	false	true	false	false	true	false	true	true	false	None
DP_PAT_00444	SSA_West	West	true	false	Female	44.3	III	HER2_enriched	Bone	Chemo_only	86	138	84	2	54	0.6	false	true	false	true	false	false	true	false	true	false	false	None
DP_PAT_00445	SSA_West	West	true	false	Female	32.2	III	Luminal_A	Lung	Chemo_only	94	141	94	0	47	0.667	false	false	false	true	false	false	false	false	true	false	false	None
DP_PAT_00446	SSA_West	West	true	false	Female	50.1	III	Luminal_A	Other	Endocrine_only	97	158	97	0	61	0.614	false	false	false	false	false	true	true	false	false	false	true	ESR1_mutation_acquired
DP_PAT_00447	SSA_West	West	true	false	Female	46.4	III	Luminal_B	Bone	Endocrine_only	80	149	80	0	69	0.537	false	true	true	false	false	false	true	true	false	false	false	None
DP_PAT_00448	SSA_West	West	true	false	Female	55	IV	Luminal_A	Lung	Endocrine_only	45	136	45	0	91	0.331	false	true	false	false	false	false	true	false	false	false	false	None
DP_PAT_00449	SSA_West	West	true	false	Female	47.9	II	Basal_like	Liver	CDK4_6_plus_endocrine	112	113	79	33	34	0.541	false	false	false	true	false	false	false	false	true	true	false	None
DP_PAT_00450	SSA_West	West	true	false	Female	54.1	III	Basal_like	Liver	Chemo_plus_endocrine	78	103	64	14	39	0.547	false	false	false	false	false	true	false	false	false	false	false	None
DP_PAT_00451	SSA_West	West	true	false	Female	32.9	I	Luminal_B	Brain	Endocrine_only	82	102	74	8	28	0.673	true	true	false	true	false	true	true	false	true	false	false	None
DP_PAT_00452	SSA_West	West	true	false	Female	45.6	II	Basal_like	Liver	Chemo_only	69	83	53	16	30	0.535	false	false	false	true	true	false	false	false	true	true	false	None
DP_PAT_00453	SSA_West	West	true	false	Female	53.2	III	Luminal_A	Liver	Endocrine_only	103	104	85	18	19	0.697	false	true	false	false	false	false	true	false	false	false	false	None
DP_PAT_00454	SSA_West	West	true	false	Female	42.4	III	Luminal_A	Liver	Chemo_plus_endocrine	101	175	101	0	74	0.577	false	false	false	false	false	true	false	false	false	false	true	ESR1_mutation_acquired
DP_PAT_00455	SSA_West	West	true	false	Female	59.9	II	Luminal_B	Bone	HER2_targeted	71	127	71	0	56	0.559	true	true	false	false	false	true	true	false	true	false	false	None
DP_PAT_00456	SSA_West	West	true	false	Female	33.2	III	Luminal_A	Brain	Chemo_only	80	131	80	0	51	0.611	false	false	false	false	false	false	false	true	false	false	false	None
DP_PAT_00457	SSA_West	West	true	false	Female	52.8	I	Basal_like	Lung	Chemo_only	77	160	77	0	83	0.481	false	false	false	true	false	false	false	false	true	false	false	None
DP_PAT_00458	SSA_West	West	true	false	Female	46	IV	Luminal_A	Bone	Chemo_plus_endocrine	85	86	70	15	16	0.693	false	true	false	true	false	true	true	false	true	false	true	ESR1_mutation_acquired
DP_PAT_00459	SSA_West	West	true	false	Female	44.1	IV	Luminal_B	Liver	Endocrine_only	78	94	69	9	25	0.67	false	true	true	false	false	false	true	true	false	false	false	None
DP_PAT_00460	SSA_West	West	true	false	Female	53.7	III	Luminal_A	Lung	CDK4_6_plus_endocrine	104	129	95	9	34	0.688	false	false	false	false	false	false	false	false	false	true	true	RB1_loss_CDK4_6_resistance
DP_PAT_00461	SSA_West	West	true	false	Female	47.5	IV	HER2_enriched	Bone	HER2_targeted	71	131	71	0	60	0.542	false	true	false	true	false	false	true	false	true	false	false	None
DP_PAT_00462	SSA_West	West	true	false	Female	46.6	III	Luminal_A	Bone	Chemo_plus_endocrine	97	119	88	9	31	0.688	false	false	true	true	false	false	false	true	true	false	false	None
DP_PAT_00463	SSA_West	West	true	false	Female	64.5	III	Basal_like	Brain	Chemo_plus_endocrine	41	112	41	0	71	0.366	false	false	false	true	true	false	false	false	true	true	false	None
DP_PAT_00464	SSA_West	West	true	false	Female	66.9	III	Basal_like	Brain	Chemo_only	87	88	62	25	26	0.549	false	false	false	true	false	false	false	false	true	false	false	None
DP_PAT_00465	SSA_West	West	true	false	Female	40.6	II	HER2_enriched	Liver	HER2_targeted	106	133	89	17	44	0.593	false	true	false	false	false	false	true	false	false	false	false	None
DP_PAT_00466	SSA_West	West	true	false	Female	47.8	III	Basal_like	Lung	Chemo_only	76	87	57	19	30	0.538	false	false	false	true	false	false	true	false	true	false	false	None
DP_PAT_00467	SSA_West	West	true	false	Female	38.9	II	Luminal_A	Bone	Endocrine_only	78	137	78	0	59	0.569	false	true	false	false	false	false	true	false	false	false	false	None
DP_PAT_00468	SSA_West	West	true	false	Female	37.5	III	Basal_like	Brain	Chemo_only	40	110	40	0	70	0.364	false	false	false	true	false	false	false	false	true	false	false	None
DP_PAT_00469	SSA_West	West	true	false	Female	56.2	III	Basal_like	Liver	Chemo_only	56	159	56	0	103	0.352	false	false	false	true	false	false	false	false	true	false	false	None
DP_PAT_00470	SSA_West	West	true	false	Female	50.3	II	Luminal_A	Bone	Endocrine_only	54	134	54	0	80	0.403	false	false	false	false	false	false	false	false	true	false	false	None
DP_PAT_00471	SSA_West	West	true	false	Female	57	II	Basal_like	Liver	Chemo_only	123	130	89	34	41	0.543	false	true	false	true	false	false	true	false	true	false	false	None
DP_PAT_00472	SSA_West	West	true	false	Female	40.5	III	Basal_like	Lung	Chemo_only	40	124	40	0	84	0.323	false	false	false	true	true	false	false	false	true	true	false	None
DP_PAT_00473	SSA_West	West	true	false	Female	58.9	III	Basal_like	Other	Chemo_plus_endocrine	82	111	68	14	43	0.544	false	false	false	true	false	false	false	false	true	false	false	None
DP_PAT_00474	SSA_West	West	true	false	Female	50.5	IV	Luminal_A	Bone	Endocrine_only	65	174	65	0	109	0.374	false	false	false	false	false	false	false	false	false	true	false	None
DP_PAT_00475	SSA_West	West	true	false	Female	39	II	Basal_like	Liver	Chemo_only	60	102	57	3	45	0.543	false	false	false	true	false	false	false	false	true	false	false	None
DP_PAT_00476	SSA_West	West	true	false	Female	43.9	III	Luminal_B	Brain	CDK4_6_plus_endocrine	89	101	76	13	25	0.667	false	false	false	false	false	false	false	false	false	false	false	None
DP_PAT_00477	SSA_West	West	true	false	Female	70	III	HER2_enriched	Liver	HER2_targeted	78	114	71	7	43	0.587	false	false	true	true	false	false	false	true	true	false	false	None
DP_PAT_00478	SSA_West	West	true	false	Female	54.8	II	Luminal_B	Bone	CDK4_6_plus_endocrine	60	146	60	0	86	0.411	false	true	false	false	false	true	true	false	false	false	true	ESR1_mutation_acquired
DP_PAT_00479	SSA_West	West	true	false	Female	61.4	III	Luminal_A	Liver	HER2_targeted	98	154	98	0	56	0.636	false	true	false	false	false	false	true	false	false	false	false	None
DP_PAT_00480	SSA_West	West	true	false	Female	49.1	IV	Basal_like	Brain	HER2_targeted	61	144	61	0	83	0.424	false	false	false	true	false	false	false	false	true	false	false	None
DP_PAT_00481	SSA_West	West	true	false	Female	36.1	III	Basal_like	Lung	Chemo_only	96	97	68	28	29	0.544	false	true	false	true	true	false	true	true	true	true	false	None
DP_PAT_00482	SSA_West	West	true	false	Female	63.2	III	Basal_like	Lung	Chemo_only	109	158	94	15	64	0.543	false	false	false	true	false	false	false	true	true	true	false	None
DP_PAT_00483	SSA_West	West	true	false	Female	56.2	II	Basal_like	Lung	Endocrine_only	58	129	58	0	71	0.45	false	false	false	true	false	false	false	false	true	false	false	None
DP_PAT_00484	SSA_West	West	true	false	Female	55.9	III	Luminal_A	Other	HER2_targeted	62	153	62	0	91	0.405	false	true	false	false	true	false	true	false	false	true	false	None
DP_PAT_00485	SSA_West	West	true	false	Female	52.3	III	Luminal_B	Bone	Chemo_plus_endocrine	67	103	67	0	36	0.65	false	false	false	false	false	false	false	false	false	false	false	None
DP_PAT_00486	SSA_West	West	true	false	Female	54.3	III	Basal_like	Lung	CDK4_6_plus_endocrine	46	111	46	0	65	0.414	false	false	false	true	false	false	false	false	true	false	false	None
DP_PAT_00487	SSA_West	West	true	false	Female	55.6	III	Luminal_B	Bone	CDK4_6_plus_endocrine	76	143	76	0	67	0.531	false	false	true	true	false	false	false	true	true	false	false	None
DP_PAT_00488	SSA_West	West	true	false	Female	31	III	Luminal_A	Bone	Chemo_plus_endocrine	74	124	74	0	50	0.597	false	false	false	false	false	false	false	false	false	false	false	None
DP_PAT_00489	SSA_West	West	true	false	Female	68.9	II	Luminal_A	Lung	Chemo_only	103	105	85	18	20	0.691	false	false	false	false	false	false	false	false	false	false	false	None
DP_PAT_00490	SSA_West	West	true	false	Female	60.3	III	Basal_like	Liver	Chemo_only	99	102	71	28	31	0.546	false	false	true	true	false	false	false	true	true	false	false	None
DP_PAT_00491	SSA_West	West	true	false	Female	42.8	III	HER2_enriched	Lung	Chemo_plus_endocrine	89	119	78	11	41	0.6	false	false	false	true	false	false	false	true	true	false	false	None
DP_PAT_00492	SSA_West	West	true	false	Female	50.8	I	Luminal_B	Bone	Chemo_plus_endocrine	60	110	60	0	50	0.545	false	true	false	true	false	false	true	false	true	false	false	None
DP_PAT_00493	SSA_West	West	true	false	Female	32.9	IV	Luminal_A	Bone	Endocrine_only	81	129	81	0	48	0.628	false	false	false	false	true	false	false	false	false	true	false	None
DP_PAT_00494	SSA_West	West	true	false	Female	50.4	I	Luminal_A	Bone	CDK4_6_plus_endocrine	76	109	76	0	33	0.697	false	false	false	false	false	false	false	false	false	false	false	None
DP_PAT_00495	SSA_West	West	true	false	Female	54.4	III	Luminal_A	Liver	CDK4_6_plus_endocrine	76	90	68	8	22	0.694	false	true	true	false	false	true	true	true	false	false	true	ESR1_mutation_acquired
DP_PAT_00496	SSA_West	West	true	false	Female	62.2	II	Luminal_B	Brain	Chemo_only	81	135	81	0	54	0.6	false	true	false	false	false	false	true	false	false	false	false	None
DP_PAT_00497	SSA_West	West	true	false	Female	50.6	III	Basal_like	Liver	Chemo_plus_endocrine	65	143	65	0	78	0.455	false	false	false	false	true	false	false	false	false	true	false	None
DP_PAT_00498	SSA_West	West	true	false	Female	47.8	III	Basal_like	Other	Chemo_only	99	130	81	18	49	0.547	false	true	false	true	false	false	true	false	true	false	false	None
DP_PAT_00499	SSA_West	West	true	false	Female	46.7	I	Luminal_A	Bone	CDK4_6_plus_endocrine	59	95	59	0	36	0.621	false	true	false	false	false	true	true	false	false	false	true	ESR1_mutation_acquired
DP_PAT_00500	SSA_West	West	true	false	Female	50.4	III	Basal_like	Lung	Chemo_only	88	207	88	0	119	0.425	false	false	false	true	false	false	false	false	true	false	false	None

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